Takeover Tracker

28%medium risk
Radiologists
vs

76 shared · 16 different

core competencies

Side-by-Side Comparison

MetricRadiologistsAllergists and Immunologists
Risk Score28.2%24.6%
Risk TierMedium RiskLow Risk
Risk Percentile30th18th
Tasks at Risk (>50%)6 / 154 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Interacting With Computers
Inspecting Equipment, Structures, or Material
Provide Consultation and Advice to Others
Customer and Personal Service
Therapy and Counseling
Operation Monitoring
Administration and Management
Developing Objectives and Strategies
Near Vision
Psychology
Organizing, Planning, and Prioritizing Work
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiologists

37%

total discount

Allergists and Immunologists

37%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Radiologists

6 of 15 at risk
78%Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.
74%Establish or enforce standards for protection of patients or personnel.
66%Review or transmit images and information using picture archiving or communications systems.
62%Document the performance, interpretation, or outcomes of all procedures performed.
59%Interpret images using computer-aided detection or diagnosis systems.

Allergists and Immunologists

4 of 15 at risk
87%Document patients' medical histories.
55%Engage in self-directed learning and continuing education activities.
53%Develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
51%Conduct laboratory or clinical research on allergy or immunology topics.
50%Interpret diagnostic test results to make appropriate differential diagnoses.

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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